Journal of Computational and Graphical Statistics, Volume 32, Issue 4 (2023)

Browse this journal
Sample our Mathematics & Statistics journals, sign in here to start your FREE access for 14 days

Journal of Computational and Graphical Statistics, Volume 32, Issue 4 (2023)

See all volumes and issues
Vol 33, 2024 Volume 32, 2023 Vol 31, 2022 Vol 30, 2021 Vol 29, 2020 Vol 28, 2019 Vol 27, 2018 Vol 26, 2017 Vol 25, 2016 Vol 24, 2015 Vol 23, 2014 Vol 22, 2013 Vol 21, 2012 Vol 20, 2011 Vol 19, 2010 Vol 18, 2009 Vol 17, 2008 Vol 16, 2007 Vol 15, 2006 Vol 14, 2005 Vol 13, 2004 Vol 12, 2003 Vol 11, 2002 Vol 10, 2001 Vol 9, 2000 Vol 8, 1999 Vol 7, 1998 Vol 6, 1997 Vol 5, 1996 Vol 4, 1995 Vol 3, 1994 Vol 2, 1993 Vol 1, 1992
Download citations Download PDFs

Machine Learning

Article
Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods
Corinne Jones, Vincent Roulet & Zaid Harchaoui
Pages: 1237-1247
Published online: 16 Feb 2023
AbstractforRevisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods | Full Text | References | PDF (2.1 MB) | EPUB | Supplemental
  • 343 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Nonlinear Functional Modeling Using Neural Networks
Aniruddha Rajendra Rao & Matthew Reimherr
Pages: 1248-1257
Published online: 17 Feb 2023
AbstractforNonlinear Functional Modeling Using Neural Networks | Full Text | References | PDF (1.5 MB) | EPUB | Supplemental
  • 776 Views
  • 4 CrossRef citations
  • 0Altmetric
Article
Interpretable Architecture Neural Networks for Function Visualization
Shengtong Zhang & Daniel W. Apley
Pages: 1258-1271
Published online: 02 May 2023
AbstractforInterpretable Architecture Neural Networks for Function Visualization | Full Text | References | PDF (2.9 MB) | EPUB | Supplemental
  • 217 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Dependence Model Assessment and Selection with DecoupleNets
Marius Hofert, Avinash Prasad & Mu Zhu
Pages: 1272-1286
Published online: 06 Feb 2023
AbstractforDependence Model Assessment and Selection with DecoupleNets | Full Text | References | PDF (9.7 MB) | EPUB | Supplemental
  • 175 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
A Generalization Gap Estimation for Overparameterized Models via the Langevin Functional Variance
Akifumi Okuno & Keisuke Yano
Pages: 1287-1295
Published online: 17 May 2023
AbstractforA Generalization Gap Estimation for Overparameterized Models via the Langevin Functional Variance | Full Text | References | PDF (982.8 KB) | EPUB | Supplemental
  • 1127 Views
  • 0 CrossRef citations
  • 0Altmetric
Open Access
Article
Link Prediction for Egocentrically Sampled Networks
Tianxi Li, Yun-Jhong Wu, Elizaveta Levina & Ji Zhu
Pages: 1296-1319
Published online: 16 Feb 2023
AbstractforLink Prediction for Egocentrically Sampled Networks | Full Text | References | PDF (7.8 MB) | EPUB | Supplemental
  • 373 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Latent Space Model for Higher-Order Networks and Generalized Tensor Decomposition
Zhongyuan Lyu, Dong Xia & Yuan Zhang
Pages: 1320-1336
Published online: 14 Feb 2023
AbstractforLatent Space Model for Higher-Order Networks and Generalized Tensor Decomposition | Full Text | References | PDF (2.3 MB) | EPUB | Supplemental
  • 648 Views
  • 1 CrossRef citations
  • 0Altmetric
Article
Bootstrap Confidence Regions for Learned Feature Embeddings
Kris Sankaran
Pages: 1337-1347
Published online: 15 May 2023
AbstractforBootstrap Confidence Regions for Learned Feature Embeddings | Full Text | References | PDF (3.5 MB) | EPUB | Supplemental
  • 121 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Statistical Analysis of Fixed Mini-Batch Gradient Descent Estimator
Haobo Qi, Feifei Wang & Hansheng Wang
Pages: 1348-1360
Published online: 06 Jun 2023
AbstractforStatistical Analysis of Fixed Mini-Batch Gradient Descent Estimator | Full Text | References | PDF (2.2 MB) | EPUB | Supplemental
  • 328 Views
  • 1 CrossRef citations
  • 0Altmetric

Bayesian and Monte Carlo Methods

Article
Bayesian Nonparametric Modeling of Conditional Multidimensional Dependence Structures
Rosario Barone & Luciana Dalla Valle
Pages: 1361-1370
Published online: 03 Mar 2023
AbstractforBayesian Nonparametric Modeling of Conditional Multidimensional Dependence Structures | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
  • 370 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Comparison and Bayesian Estimation of Feature Allocations
David B. Dahl, Devin J. Johnson & R. Jacob Andros
Pages: 1371-1382
Published online: 01 Jun 2023
AbstractforComparison and Bayesian Estimation of Feature Allocations | Full Text | References | PDF (1.8 MB) | EPUB
  • 150 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Modeling Intransitivity in Pairwise Comparisons with Application to Baseball Data
Harriet Spearing, Jonathan Tawn, David Irons & Tim Paulden
Pages: 1383-1392
Published online: 15 Mar 2023
AbstractforModeling Intransitivity in Pairwise Comparisons with Application to Baseball Data | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
  • 803 Views
  • 0 CrossRef citations
  • 0Altmetric
Open Access
Article
Quasi-Monte Carlo Methods for Binary Event Models with Complex Family Data
Benjamin Christoffersen, Behrang Mahjani, Mark Clements, Hedvig Kjellström & Keith Humphreys
Pages: 1393-1401
Published online: 09 Jan 2023
AbstractforQuasi-Monte Carlo Methods for Binary Event Models with Complex Family Data | Full Text | References | PDF (1 MB) | EPUB | Supplemental
  • 785 Views
  • 0 CrossRef citations
  • 0Altmetric
Open Access
Article
A Quantum Parallel Markov Chain Monte Carlo
Andrew J. Holbrook
Pages: 1402-1415
Published online: 21 Apr 2023
AbstractforA Quantum Parallel Markov Chain Monte Carlo | Full Text | References | PDF (4.3 MB) | EPUB
  • 1320 Views
  • 0 CrossRef citations
  • 0Altmetric
Open Access
Article
Gibbs Sampling for Mixtures in Order of Appearance: The Ordered Allocation Sampler
Pierpaolo De Blasi & María F. Gil–Leyva
Pages: 1416-1424
Published online: 03 Apr 2023
AbstractforGibbs Sampling for Mixtures in Order of Appearance: The Ordered Allocation Sampler | Full Text | References | PDF (1.1 MB) | EPUB | Supplemental
  • 173 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Concave-Convex PDMP-based Sampling
Matthew Sutton & Paul Fearnhead
Pages: 1425-1435
Published online: 30 May 2023
AbstractforConcave-Convex PDMP-based Sampling | Full Text | References | PDF (2.1 MB) | EPUB | Supplemental
  • 551 Views
  • 0 CrossRef citations
  • 0Altmetric
Open Access
Article
The Apogee to Apogee Path Sampler
Chris Sherlock, Szymon Urbas & Matthew Ludkin
Pages: 1436-1446
Published online: 24 Apr 2023
AbstractforThe Apogee to Apogee Path Sampler | Full Text | References | PDF (2.2 MB) | EPUB | Supplemental
  • 963 Views
  • 0 CrossRef citations
  • 0Altmetric
Open Access
Article
Backward Importance Sampling for Online Estimation of State Space Models
Alice Martin, Marie-Pierre Étienne, Pierre Gloaguen, Sylvain Le Corff & Jimmy Olsson
Pages: 1447-1460
Published online: 17 Mar 2023
AbstractforBackward Importance Sampling for Online Estimation of State Space Models | Full Text | References | PDF (23.5 MB) | EPUB | Supplemental
  • 172 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Distilling Importance Sampling for Likelihood Free Inference
Dennis Prangle & Cecilia Viscardi
Pages: 1461-1471
Published online: 15 Mar 2023
AbstractforDistilling Importance Sampling for Likelihood Free Inference | Full Text | References | PDF (2.6 MB) | EPUB | Supplemental
  • 903 Views
  • 0 CrossRef citations
  • 0Altmetric
Open Access

Sparse Learning

Article
Modeling Massive Highly Multivariate Nonstationary Spatial Data with the Basis Graphical Lasso
Mitchell L. Krock, William Kleiber, Dorit Hammerling & Stephen Becker
Pages: 1472-1487
Published online: 30 May 2023
AbstractforModeling Massive Highly Multivariate Nonstationary Spatial Data with the Basis Graphical Lasso | Full Text | References | PDF (5.4 MB) | EPUB | Supplemental
  • 302 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Bayesian Change Point Detection with Spike-and-Slab Priors
Lorenzo Cappello, Oscar Hernan Madrid Padilla & Julia A. Palacios
Pages: 1488-1500
Published online: 10 Apr 2023
AbstractforBayesian Change Point Detection with Spike-and-Slab Priors | Full Text | References | PDF (2.2 MB) | EPUB | Supplemental
  • 418 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Scalable Model-Free Feature Screening via Sliced-Wasserstein Dependency
Tao Li, Jun Yu & Cheng Meng
Pages: 1501-1511
Published online: 12 Apr 2023
AbstractforScalable Model-Free Feature Screening via Sliced-Wasserstein Dependency | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
  • 522 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification
Mengyu Li, Jun Yu, Hongteng Xu & Cheng Meng
Pages: 1512-1523
Published online: 15 Feb 2023
AbstractforEfficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification | Full Text | References | PDF (2.6 MB) | EPUB | Supplemental
  • 493 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Biconvex Clustering
Saptarshi Chakraborty & Jason Xu
Pages: 1524-1536
Published online: 17 May 2023
AbstractforBiconvex Clustering | Full Text | References | PDF (2.2 MB) | EPUB | Supplemental
  • 311 Views
  • 0 CrossRef citations
  • 0Altmetric

Data Visualization

Article
Eye Fitting Straight Lines in the Modern Era
Emily A. Robinson, Reka Howard & Susan VanderPlas
Pages: 1537-1544
Published online: 21 Nov 2022
AbstractforEye Fitting Straight Lines in the Modern Era | Full Text | References | PDF (1.5 MB) | EPUB | Supplemental
  • 191 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Test and Visualization of Covariance Properties for Multivariate Spatio-Temporal Random Fields
Huang Huang, Ying Sun & Marc G. Genton
Pages: 1545-1555
Published online: 21 Apr 2023
AbstractforTest and Visualization of Covariance Properties for Multivariate Spatio-Temporal Random Fields | Full Text | References | PDF (2.6 MB) | EPUB | Supplemental
  • 203 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Quantizing Rare Random Maps: Application to Flooding Visualization
Charlie Sire, Rodolphe Le Riche, Didier Rullière, Jérémy Rohmer, Lucie Pheulpin & Yann Richet
Pages: 1556-1571
Published online: 30 May 2023
AbstractforQuantizing Rare Random Maps: Application to Flooding Visualization | Full Text | References | PDF (3.7 MB) | EPUB | Supplemental
  • 86 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Penguins Go Parallel: A Grammar of Graphics Framework for Generalized Parallel Coordinate Plots
Susan VanderPlas, Yawei Ge, Antony Unwin & Heike Hofmann
Pages: 1572-1587
Published online: 21 Apr 2023
AbstractforPenguins Go Parallel: A Grammar of Graphics Framework for Generalized Parallel Coordinate Plots | Full Text | References | PDF (98.9 MB) | EPUB | Supplemental
  • 967 Views
  • 0 CrossRef citations
  • 0Altmetric
Open Access

General Regression Methods

Article
Spatial Linear Regression with Covariate Measurement Errors: Inference and Scalable Computation in a Functional Modeling Approach
Jiahao Cao, Shiyuan He & Bohai Zhang
Pages: 1588-1599
Published online: 20 Mar 2023
AbstractforSpatial Linear Regression with Covariate Measurement Errors: Inference and Scalable Computation in a Functional Modeling Approach | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
  • 338 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Functional Additive Models on Manifolds of Planar Shapes and Forms
Almond Stöcker, Lisa Steyer & Sonja Greven
Pages: 1600-1612
Published online: 15 Mar 2023
AbstractforFunctional Additive Models on Manifolds of Planar Shapes and Forms | Full Text | References | PDF (1.9 MB) | EPUB | Supplemental
  • 897 Views
  • 1 CrossRef citations
  • 0Altmetric
Open Access
Article
Nonparametric and Semiparametric Quantile Regression via a New MM Algorithm
Bo Kai, Mian Huang, Weixin Yao & Yuexiao Dong
Pages: 1613-1623
Published online: 18 Apr 2023
AbstractforNonparametric and Semiparametric Quantile Regression via a New MM Algorithm | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
  • 472 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Envelope Model for Function-on-Function Linear Regression
Zhihua Su, Bing Li & Dennis Cook
Pages: 1624-1635
Published online: 07 Feb 2023
AbstractforEnvelope Model for Function-on-Function Linear Regression | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
  • 336 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Maximum Likelihood Algorithm for Spatial Generalized Linear Mixed Models without Numerical Evaluations of Intractable Integrals
Tonglin Zhang
Pages: 1636-1648
Published online: 15 Feb 2023
AbstractforMaximum Likelihood Algorithm for Spatial Generalized Linear Mixed Models without Numerical Evaluations of Intractable Integrals | Full Text | References | PDF (1.6 MB) | EPUB | Supplemental
  • 252 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Multifold Cross-Validation Model Averaging for Generalized Additive Partial Linear Models
Ze Chen, Jun Liao, Wangli Xu & Yuhong Yang
Pages: 1649-1659
Published online: 07 Mar 2023
AbstractforMultifold Cross-Validation Model Averaging for Generalized Additive Partial Linear Models | Full Text | References | PDF (1.1 MB) | EPUB | Supplemental
  • 478 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Fast, Approximate Maximum Likelihood Estimation of Log-Gaussian Cox Processes
Elliot Dovers, Wesley Brooks, Gordana C. Popovic & David I. Warton
Pages: 1660-1670
Published online: 06 Apr 2023
AbstractforFast, Approximate Maximum Likelihood Estimation of Log-Gaussian Cox Processes | Full Text | References | PDF (2.4 MB) | EPUB | Supplemental
  • 1546 Views
  • 1 CrossRef citations
  • 0Altmetric
Open Access
Article
Multivariate Contaminated Normal Censored Regression Model: Properties and Maximum Likelihood Inference
Wan-Lun Wang
Pages: 1671-1684
Published online: 09 May 2023
AbstractforMultivariate Contaminated Normal Censored Regression Model: Properties and Maximum Likelihood Inference | Full Text | References | PDF (2.4 MB) | EPUB | Supplemental
  • 331 Views
  • 0 CrossRef citations
  • 0Altmetric
Article
Distributed Censored Quantile Regression
Tony Sit & Yue Xing
Pages: 1685-1697
Published online: 18 Apr 2023
AbstractforDistributed Censored Quantile Regression | Full Text | References | PDF (1.4 MB) | EPUB | Supplemental
  • 498 Views
  • 0 CrossRef citations
  • 0Altmetric

Explore articles

Explore the most recently published articles

Mapper–Type Algorithms for Complex Data and Relations
Paweł Dłotko et al.
Article | Published online: 7 Jun 2024
Performance Is Not Enough: The Story Told by a Rashomon Quartet
Przemysław Biecek et al.
Note | Published online: 7 Jun 2024
Variance-Reduced Stochastic Optimization for Efficient Inference of Hidden Markov Models
Evan Sidrow et al.
Article | Published online: 7 Jun 2024
Ultra-efficient MCMC for Bayesian longitudinal functional data analysis
Thomas Y. Sun et al.
Article | Published online: 7 Jun 2024
View all latest articles